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Data Labeler
Data Labeler
Data Labeler Overview
Getting Started
Getting Started
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About
Data Labeler Tutorials
Data Labeler Tutorials
Classifying Violent Tweets
Identifying Mislabeled Emotions
Question and Answering for Legal Contracts
Summarizing Medical Charts
Additional Tutorials
Fine Tuning Library
Fine Tuning Library
Fine Tuning Overview
Fine Tuning SDK
Fine Tuning SDK
Setup
Train
Predict
Predict All
Evaluate
Check Status
View Predictions
Fine Tuning SDK Examples
Fine Tuning SDK Examples
Classification Example
NER Example
Prompting Example
Chatbot Example
Unsupervised Example
Fine Tuning Use Case
Fine Tuning Use Case
Setup
Baseline Models
Supervised
Supervised Methods
Unsupervised
RLHF
Traditional RAG
Enhanced RAG
Private Chatbot
Private Chatbot
Private Chatbot Overview
Private Chatbot SDK
Private Chatbot SDK
Setup
Installation (Private)
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Upload (Private)
Chat
Evaluate
Private Chatbot SDK Examples
Private Chatbot SDK Examples
Q&A from Edgar
Q&A from Uploaded Files
Q&A in Multiple Languages
Q&A with websites
Q&A with fine tuning
Private Chatbot Use Case
Private Chatbot Use Case
10-Ks Background
10-Ks Questions
10-Ks Decomposition
10-Ks Feedback
10-Ks Solution
10-Ks Impact
Capabilities
Capabilities
Classifying Text
Classifying Text
Sentiment Analysis
Document Labeling
Single Layer Classification
Hierarchical Classification
Multi Column Hierarchies
Active Classification
Extracting Entities
Extracting Entities
Named Entity Recognition
Active NER
Advanced NER
Answering Questions
Answering Questions
Active Prompting
Summarization
Semi Structured Prompting
Evaluation
Evaluation
Evaluating Q&A Models
Evaluating Classification Models
Evaluating NER Models
Identifying Mislabels
Technologies
Technologies
Few Shot Learning
Few Shot Learning
What is Few Shot Learning
Few Shot Classification
Few Shot NER
Few Shot Prompting
Few Shot Learning Limitations
Human Centered AI
Human Centered AI
Model Centric AI
Data Centric AI
Scalability Bottleneck
Human Centric AI
Ensemble Model
Impact
Multi Person Collaboration
Multi Person Collaboration
Multi-Annotator Collaboration
Annotator History
Review
Annotator Metrics
Programmatic Labeling
Programmatic Labeling
Labeling Functions
Tagging Keywords
Tagging Entities
Tagging Part Of Speech
Tagging Operations
Weak Supervision
LF Limitations
Synthetic Data Generation
Synthetic Data Generation
Overview
Setup
Generate
Text Example
Agent Registry
Agent Registry
Agents Overview
Agent Use Cases
Agent Use Cases
AI Coding Agent
Email Outreach Agent
Data Labeling Agent
AI RFP Agent
Financial Chatbot Agent
AI Newsletter Agent
AI Academy
AI Academy
Overview
Overview
Welcome to the AI Academy
Fellowship Structure
Capstone Project
Validation
Coding Setup
Coding Setup
Getting Started
Getting Started
Overview
GitHub
Installation
IDEs and Terminal
Building a Website
Full Stack Development
Full Stack Development
Frontend
Frontend
React & Node.js
Tailwind CSS
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Backend
Flask & APIs
Database Schema
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Production Code
Deployment Checklist
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Resources
Resources
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AI Project Ideas
Cohort 1
Cohort 1
Overview
Lecture 1
Lecture 2
Lecture 3
Lecture 4
Lecture 5
Lecture 6
Lecture 7
Lecture 8
Lecture 9
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